Physical AI · Complete deep dive

800G and 1.6T optical interconnect / silicon photonics / co-packaged optics technology and investment research

Provides high bandwidth, low power optical links for AI clusters PXS Research maps this technology to Physical AI and the AI Factory & Cloud Training Infrastructure, Connectivity, RF & Positioning, Edge Compute & Control Silicon layer.

Universe
Physical AI
Layer
AI Factory & Cloud Training Infrastructure · Connectivity, RF & Positioning · Edge Compute & Control Silicon · Manufacturing, EMS & Industrial Automation
Mapped
13 stocks
Editorial status
Complete deep dive

Provides high bandwidth, low power optical links for AI clusters

AI datacenter scale out is moving the bottleneck from raw optics specs into packaging, thermal, testing, and serviceability; COHR supplies critical photonic components and modules.

800G and 1.6T optical interconnect / silicon photonics / co-packaged optics: technology and investment research

1,360 words · Vault research updated Aug 16, 2026

Technical bottleneck

  • Bottleneck type: Capacity / qualification / packaging / testability
  • Technical constraint: CPO and silicon photonics now hinge on design-for-test, fault detection, thermal co-design, and manufacturability rather than just raw device speed.
  • Economic constraint: Hyperscaler qualification cycles and allocation discipline; new architectures need serviceability and standardization before broad deployment.

Adoption

  • Driver: AI datacenter growth, 800G ramp, 1.6T transition, and packaging integration.
  • Blocker: CPO timing shifts, thermal management, serviceability, and inventory/oversupply risk.

Product categories

800G/1.6T pluggable modules, silicon photonics PICs, lasers, co-packaged optics

Public companies exposed

COHR, LITE, CRDO, ANET, AVGO, MRVL, AAOI, AXTI

Validation signals

Coherent Q3 FY2026 revenue $1.81B +20.5% YoY and GAAP gross margin 37.7%; arXiv shows CPO still early but deployable; DFT work shows manufacturing/test issues are now first-order constraints.

Invalidation signals

If copper/AEC extends further or standardization/serviceability stalls CPO adoption.

Related product map rows

  • LITE — Emerging: AI compute growth → 800G/1.6T optical interconnect demand → InP laser bottleneck → LITE dominant EML/laser supplier sold out through 2027; CPO delay extends pluggable runway · confidence low
  • COHR — Emerging: 800G silicon photonics on full allocation; COHR EML lasers = critical component; CPO timing risk flagged (Semi Analysis Computex feedback) but thesis intact short-term · confidence low
  • AXTI — Emerging: DIGITAL INFRA: InP substrate bottleneck for 400G/800G silicon photonics and defense/quantum applications; $632M capacity expansion confirms real demand; substrate for LiDAR/sensing also · confidence low
  • ANET — Emerging: AI compute -> DC buildout -> networking bottleneck (800G/1.6T) · confidence low
  • MRVL — Consensus: AI compute -> custom ASIC/silicon -> DC networking bottleneck · confidence low
  • AVGO — Consensus: AI compute -> networking silicon bottleneck · confidence low
  • AAOI — Early: AI compute -> DC buildout -> 800G/1.6T optics bottleneck · confidence low
  • CRDO — Emerging: GPU scale-out → 800G/1.6T connectivity bottleneck (AEC active electrical cables) · confidence low
  • CRDO — HiWire AEC Active Electrical Cables + optical DSP ICs: Signal retiming at 112/224 Gbps per lane in copper cables; DSP for coherent optical ZR/ZR+ · confidence high

Public companies exposed

  • ANET (Arista Networks)
  • COHR (Coherent)
  • CLS (Celestica)
  • LITE (Lumentum)
  • JBL (Jabil)
  • MXL (MaxLinear)
  • SMTC (Semtech)
  • AAOI (Applied Optoelectronics)
  • AVGO (Broadcom)

Research Update — 2026-08-01

_Source: Celestica Q2 2026 10-Q + EX-99.1 earnings release during CLS deep-dive_

Technical readiness: deployed/scaling. 800G is in volume ramp inside hyperscaler CCS programs; 1.6T remains in qualification / early commercialization but is clearly part of customer roadmaps.

Key papers / sources:

  • [SEC 10-Q] Celestica Q2 2026 10-Q (2026-07-27) — HPS revenue increased 58% YoY to about $1.9B in Q2 and 60% YoY to about $3.6B in 1H; communications revenue rose on hyperscaler networking demand; enterprise revenue rose on AI/ML compute ramp.
  • [SEC EX-99.1] Celestica Q2 2026 earnings release (2026-07-27) — Q2 revenue and adjusted EPS beat guidance; FY2026 outlook raised; growth expected to accelerate in 2027.
  • [SEC 10-Q] Same filing — top 10 customers were 83% of revenue; three CCS customers were 32% / 17% / 14% of Q2 revenue.

Bottleneck update: strengthened. The bottleneck has moved from pure optics spec to qualification / signal-integrity / power-delivery / thermal / test integration, and Celestica’s program mix shows that the market is still paying for the manufacturing layer that can pass that test.

Alternative/substitute risk: copper and AEC still pressure the pluggable runway, and if CPO standardization slips, some volume could stay in pluggables longer. That delays but does not remove the packaging/test bottleneck.

Timeline signal: 2027 growth acceleration suggests the 800G/1.6T transition is still early rather than saturated.

Adoption rate data: HPS plus 58% YoY in Q2 and 60% YoY in 1H; Communications revenue rose $242.6M sequentially on networking demand.

Thesis impact: demand-side validation improved. CLS is not just a downstream beneficiary; it is evidence that 800G/1.6T interconnect spending is still expanding and remains bottlenecked by qualified manufacturing capacity.

Why the bottleneck exists — science & engineering

  • Afshar et al. "Enhancing Co-packaging Optics Enabled Silicon Photonics Security Assurance Hardware Fingerprinting." arXiv, 2026. CPO integration creates new failure modes: die-level hardware Trojans or process variations in the silicon photonics interposer can create side-channel leakage paths undetectable by standard electrical testing. The paper proposes optical-domain fingerprinting for CPO security assurance — validating that testability is now the primary CPO deployment constraint. [[arxiv] 2606.27612](https://arxiv.org/abs/2606.27612)
  • Ahmed et al. "Design Considerations for Phase Modulation in Testable Photonic Systems and Co-packaged Optics." arXiv, 2026. Design-for-test (DFT) for photonic systems — the key engineering barrier to CPO volume deployment. Proposes on-chip phase modulators as built-in self-test structures to detect waveguide faults, thermal crosstalk, and laser degradation without external optical probing, addressing the serviceability problem that limits CPO adoption in hyperscaler data centers. [[arxiv] 2606.19674](https://arxiv.org/abs/2606.19674)
  • Cheng et al. "A 1.6-Tbps Silicon Photonic Engine with Backside Attachment for Co-Packaged Optics." OFC 2024 Postdeadline Paper. Demonstrated the first complete 1.6T silicon photonic engine with flip-chip backside attachment to a switch ASIC — achieving <5 pJ/bit energy efficiency at 112 Gbps/lane. This is the manufacturing feasibility proof that moved CPO from lab to pre-production. [[doi] 10.1364/OFC.2024.Th4A.1](https://doi.org/10.1364/OFC.2024.Th4A.1)

Why it matters now — adoption & validation

  • SEC Coherent Corp. 10-K FY2025 — Datacom revenue $2.4B (44% of total), 800G transceivers on full allocation through 2027; silicon photonics platform qualified at hyperscalers; 1.6T development progressing on schedule
  • SEC Arista Networks 10-K FY2025 — Revenue $7.0B; 800G switch ports shipping at hyperscalers; 1.6T optics qualification underway; ANET's 800G/1.6T deployment cadence is the leading indicator for optical transceiver demand
  • Industry OFC 2026 — Optical Fiber Communication Conference — CPO spotlight session: all major hyperscalers (Meta, Microsoft, Google) presenting CPO deployment roadmaps for 2027-2028; CPO moving from research to pre-production; pluggable 1.6T expected to ship at volume before CPO reaches production

Open questions

  • [ ] Monitor CPO volume deployment timing — does it accelerate (bullish for silicon photonics suppliers) or slip (bullish for pluggable LRM like LITE/COHR)?
  • [ ] Source primary revenue/backlog data for named companies

Backfill — differentiation_upgrade 2026-08-16

Backfill: differentiation_upgrade 2026-08-16

Public Parameter Table

ParameterValueUnitsSource / confidence
800G pluggable module power~12–14Wmeasured (industry)
1.6T pluggable module power~25–28Winferred (industry)
CPO energy efficiency (Cheng OFC 2024)<5pJ/bitmeasured (OFC 2024)
Pluggable energy/bit (800G)~17.5pJ/bitderived (14W/800G)
1.6T SiPho engine lane rate112Gbps/lanemeasured (OFC 2024)
COHR Datacom revenue (FY2025)$2.4$B (44%)measured (SEC 10-K)
CLS HPS revenue growth (Q2 2026)+58%YoYmeasured (SEC 10-Q)

Worked Calculation — cluster-level power saved by CPO

The CPO value proposition is a cluster-level power budget, not a module spec:

  • 800G pluggable ≈ 14 W → 14 / 800 ≈ 17.5 pJ/bit [derived]
  • 100K-GPU cluster × 800 Gbps = 80 Pbps; at 17.5 pJ/bit → 80e15 × 17.5e-12 ≈ 1.4 MW of optics power [derived]
  • CPO at <5 pJ/bit80e15 × 5e-12 = 0.4 MW~1.0 MW saved per 100K-GPU cluster [derived]

~1 MW saved per 100K-GPU cluster — roughly the draw of a mid-size data hall — is the entire economic case for CPO. It is also why the real bottleneck has moved to testability/DFT (arXiv 2606.19674): a 1 MW-saving architecture that can't be field-serviced or fault-isolated never ships at hyperscale.

Sensitivity Analysis

  • CPO reaches only 8 pJ/bit near-term → 0.64 MW → savings ~0.76 MW [derived]
  • 1.6T pluggable at 25 W → 15.6 pJ/bit (slightly better than 800G) → the pluggable runway improves before CPO [derived]
  • If copper/AEC (CRDO HiWire) extends reach to in-rack 800G, a slice of the optical budget stays electrical and the CPO TAM shrinks [derived]

Disconfirming Evidence

  • CPO standardization/serviceability stalls: pluggables keep the volume; the <5 pJ/bit stays in the lab and the ~1 MW saving is never captured at scale.
  • Copper/AEC reach extension: every meter AEC wins at 224 Gbps is a meter CPO loses.
  • Oversupply/inventory risk: if hyperscaler allocation discipline eases, module ASPs compress and the energy-per-bit advantage is re-priced away.

Last Researched

2026-08-16

Sources

6 cited sources from the research vault and public framework used to define this capability.

  1. sec.govSEC Coherent Corp. 10 K FY2025Open source ↗
  2. sec.govSEC Arista Networks 10 K FY2025Open source ↗
  3. ofcconference.orgIndustry OFC 2026 — Optical Fiber Communication ConferenceOpen source ↗
  4. arxiv.orgarxiv.orgOpen source ↗
  5. arxiv.orgarxiv.orgOpen source ↗
  6. doi.orgdoi.orgOpen source ↗
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Stocks mapped to this technology

Compare the current investment signal, conviction, target and research freshness for each stock.

AAOIApplied Optoelectronics800G and 1.6T optical interconnect | InP substrates Physical AI Connectivity, RF & Positioning WATCH●●○○○ ●●○○○ $30.67Research target Jul 15, 2026Last reviewed ANETArista Networks800G and 1.6T optical interconnect Physical AI Connectivity, RF & Positioning HOLD●●○○○ ●●○○○ $213.08Research target Aug 24, 2026Last reviewed AVGOAVGOGAA and backside power delivery | 800G and 1.6T optical interconnect Physical AI Edge Compute & Control Silicon HOLD●●○○○ ●●○○○ $751.72Research target Aug 20, 2026Last reviewed AXTIAXT Inc.Compound semiconductor substrates (InP, GaAs, Ge) Physical AI Perception & SensingMaterials & Critical Components WATCH●●○○○ ●●○○○ $14.72Research target Jul 14, 2026Last reviewed CLSCelesticaAI server and networking switch ODM/EMS (hyperscaler rack/switch assembly) Physical AI Manufacturing, EMS & Industrial Automation TRIM●●○○○ ●●○○○ $254.64Research target Aug 7, 2026Last reviewed COHRCoherent Corp.800G and 1.6T optical interconnect | InP substrates Physical AI HOLD●●○○○ ●●○○○ $97.03Research target Aug 26, 2026Last reviewed CRDOCredo TechnologyActive Electrical Cable (AEC) Physical AI Connectivity, RF & Positioning HOLD●●○○○ ●●○○○ $121.61Research target Jul 11, 2026Last reviewed CSCOCisco Systems Inc800G and 1.6T optical interconnect Physical AI Connectivity, RF & Positioning HOLD●●○○○ ●●○○○ $84.24Research target Jul 18, 2026Last reviewed JBLJabilData-center power & liquid-cooling EMS integration Physical AI Manufacturing, EMS & Industrial Automation HALF-TRIM○○○○○ ○○○○○ $201.06Research target Jul 3, 2026Last reviewed LITELumentum Holdings Inc.InP substrates | 800G and 1.6T optical interconnect Physical AI HOLD●●○○○ ●●○○○ $192.18Research target Jul 29, 2026Last reviewed MRVLMarvell Technology IncCustom AI accelerator (XPU) silicon | 800G and 1.6T optical interconnect Physical AI Edge Compute & Control Silicon HOLD●●○○○ ●●○○○ $107.22Research target Aug 26, 2026Last reviewed MXLMAXLINEAR, INC800G and 1.6T optical interconnect Physical AI Edge Compute & Control Silicon ACCUMULATE●●○○○ ●●○○○ $29.85Research target Aug 6, 2026Last reviewed SMTCSemtech Corporation800G and 1.6T optical interconnect | LoRaWAN / LPWAN connectivity Physical AI ACCUMULATE●●○○○ ●●○○○ $71.44Research target Aug 26, 2026Last reviewed
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Technology questions

Direct answers about the technology, its infrastructure layer and mapped public stocks.

What is 800G and 1.6T optical interconnect / silicon photonics / co-packaged optics?

Provides high bandwidth, low power optical links for AI clusters PXS Research maps this technology to Physical AI and the AI Factory & Cloud Training Infrastructure, Connectivity, RF & Positioning, Edge Compute & Control Silicon layer.

Which universe and layer is 800G and 1.6T optical interconnect / silicon photonics / co-packaged optics mapped to?

800G and 1.6T optical interconnect / silicon photonics / co-packaged optics is mapped to Physical AI across AI Factory & Cloud Training Infrastructure, Connectivity, RF & Positioning, Edge Compute & Control Silicon, Manufacturing, EMS & Industrial Automation.

Which stocks are mapped to 800G and 1.6T optical interconnect / silicon photonics / co-packaged optics?

PXS Research currently maps 13 public stocks to 800G and 1.6T optical interconnect / silicon photonics / co-packaged optics, including AAOI, ANET, AVGO, AXTI, CLS, COHR, CRDO, CSCO and others.